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PowerPoint PresentationMachine Vision ApplicationsSlide 3Slide 4Slide 5Slide 6Slide 7Slide 8Slide 9Slide 10Slide 11Slide 12Slide 13Occupant ClassificationLicense Plate location and recognitionVoice Recognition ApplicationsResearch AreasM. Shridhar and J. Miller•Pattern Recognition•Fast Image Processing Techniques•Image Analysis Algorithms•Pattern Recognition Techniques•Automatic Gauging Algorithms•Low-Cost Machine Vision Systems•Color and Multispectral AnalysisMachine Vision ApplicationsGlass inspection: containers, panels, fibers, glassesAuto components: wheels, fittings, stampings,Tool gaugingColor matchingMultispectral analysisElectronic displaysCrosshead ExamplesOverall Inspection ApproachTop Light BoxTop Camera Box10°Pocket Camera & Light BoxInfeedOutfeedNestSurface Inspection Setup ScreenEffect of Polarizer (bottom)Good Part Stone presentGood Part Stone presentPower Steering and Brake Hose ImagesPower Steering Connector Brake Hose CrimpGear Teeth Inspection•The gear teeth are clearly visible using the given telecentric setup.•An image processing technique called mathematical mor-phology can be used to detect the teeth.Geometry StationInterferometric MeasurementsBasic 3-D Measurement SetupTypical Views of Oil Drill ToolCheck Processing ExamplesOccupant ClassificationVision sensors for occupant classificationClassification using stereo imagesClassification using Hall Effect sensorsLicense Plate location and recognitionExtract license plate from image of carMorphological processing of LP image to extract charactersUse OCR and context to recognize license plateVoice Recognition ApplicationsRecognition of speakers and discrete spoken words for many applicationsConsiderable work has been done in related signal processing areas also including spectral


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U-M ECE 488 - Lecture Notes

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